[Technical Field]
[0001] The present invention relates to a driver state determination apparatus for determining
whether a driver is in an abnormal state while a vehicle is being driven, and furthermore,
to a vehicle having such driver state determination apparatus.
[Background Art]
[0002] Hitherto, an apparatus that issues a warning to a driver by sound and a lamp when
it is determined that a driver is in an abnormal state has been proposed (for example,
see Patent Literature 1). In the apparatus described in Patent Literature 1, a warning
is generated toward the driver when a state in which there are no operation inputs
by the driver continues for a predetermined amount of time (for example, 5 seconds)
while a vehicle is traveling by an autonomous driving assistance mode (for example,
lane keeping assistance). Then, when the amount of time without an operation input
by the driver further continues, warning and autonomous intervention (deceleration
and the like) to vehicle operation are sequentially performed.
[Citation List]
[Patent Literature]
[Summary of Invention]
[Problem to be Solved by the Invention]
[0004] It is conceived that the decline in function of the body gradually progresses from
a high-order function to a low-order function when some sort of disease (for example,
heart disease, brain disease, or hypoglycemia) initiates. For example, the decline
in function of voluntary movement (in other words, a high-order function) gradually
progresses over several tens of minutes until movement cannot be performed. Then,
the driver becomes unable to perform driving operation within several seconds from
the occurrence of the decline in function of involuntary movement (in other words,
a low-order function). Here, during the decline in function of the voluntary movement,
a lane keeping ability and a speed keeping ability of the driver, for example, decline
as compared to when the driver is healthy, but the driver is able to perform the vehicle
operation although the vehicle operation is imperfect. Therefore, in the related-art
apparatus that determines that the driver is in an abnormal state when the driver
becomes unable to perform operation, the determination of an abnormal state cannot
be performed during the decline in function of the voluntary movement. Meanwhile,
when the decline in function of involuntary movement occurs, the driver becomes unable
to perform operation within several seconds. Therefore, there may be little time from
the determination of an abnormal state to the confirmation of the driver's will or
the execution of an appropriate action such as autonomous stopping of the vehicle.
Therefore, it is desired that it be possible to determine that the driver is in an
abnormal state at high accuracy in a stage before the decline in function of involuntary
movement occurs, in other words, a stage in which the decline in function of voluntary
movement is occurring.
[0005] The present invention has been made in order to solve such a problem, and an object
thereof is to provide a driver state determination apparatus capable of detecting
the decline of the physical function of a driver and confirming the determination
of an abnormal state early on in a stage that is sufficiently before the driver becomes
unable to drive.
[Means for Solving the Problem]
[0006] In order to solve the problem described above, the present invention is a driver
state determination apparatus that determines an abnormal state of a driver that drives
a vehicle, the driver state determination apparatus including: a vibration apparatus
that gives vibration to a steering wheel of a steering apparatus of the vehicle; a
vibration detector that detects the vibration of the steering wheel; and a controller
that controls the vibration apparatus. In the driver state determination apparatus,
the controller is configured to give vibration at a predetermined excitation frequency
to the steering wheel by the vibration apparatus, calculate, based on the vibration
detected by the vibration detector, a value indicating a strength of the detected
vibration at the excitation frequency, and determine that the driver is in an abnormal
state when an average value of the value indicating the strength of the vibration
while the vibration is being given is equal to or more than a first threshold value
and/or a standard deviation of the value indicating the strength of the vibration
while the vibration is being given is equal to or more than a second threshold value.
[0007] According to the present invention configured as above, the controller determines
that the driver is in an abnormal state when the average value of the value indicating
the strength of the vibration at the excitation frequency while vibration is given
to the steering wheel is equal to or more than the first threshold value and/or the
standard deviation of the value indicating the strength of the vibration at the excitation
frequency while vibration is being given is equal to or more than the second threshold
value. Therefore, an abnormal state of the driver can be determined with use of a
difference in the responsiveness of the muscle in accordance with whether there is
disease when vibration is given to the steering wheel, specifically, with use of the
fact that the magnitude and the dispersion of the strength of the detected vibration
at the excitation frequency change in accordance with whether there is disease. Therefore,
the decline of the physical function of the driver can be detected and the determination
of an abnormal state can be confirmed early on in a stage in which a function of voluntary
movement declines before the driver becomes unable to drive.
[0008] In the present invention, the first threshold value is preferably an average value
of the value indicating the strength of the detected vibration at the excitation frequency
when the vibration is given to the steering wheel that is not gripped by the driver.
[0009] According to the present invention configured as above, the average value of the
value indicating the strength of the vibration at the excitation frequency for a case
where there are no influences due to the response characteristics of the muscle of
the driver can be set as a reference. When the average value of the value indicating
the strength of the vibration at the excitation frequency is smaller than the reference,
it can be determined that there is no tension in the muscle of the driver and the
vibration is able to be absorbed, in other words, the driver is in a normal state.
When the average value of the value indicating the strength of the vibration at the
excitation frequency is equal to or more than the reference, it can be determined
that there is tension in the muscle of the driver and the vibration is being reflected,
in other words, the driver is in an abnormal state.
[0010] In the present invention, the second threshold is preferably a value that is 20%
of the first threshold value.
[0011] According to the present invention configured as above, about 20% of the average
value of the value indicating the strength of the vibration at the excitation frequency
for a case where there are no influences due to the response characteristics of the
muscle of the driver can be set as a reference. When the standard deviation of the
value indicating the strength of the vibration at the excitation frequency is smaller
than the reference, it can be determined that there are no abnormal movements in the
muscle of the driver and a dispersion is suppressed, in other words, the driver is
in a normal state. When the standard deviation of the value indicating the strength
of the vibration at the excitation frequency is equal to or more than the reference,
it can be determined that there is an abnormal movement in the muscle of the driver
and a dispersion is occurring, in other words, the driver is in an abnormal state.
[0012] In the present invention, the vibration detector is preferably a steering torque
sensor that detects a steering torque applied to the steering wheel, and the value
indicating the strength of the vibration is preferably an effective value of the steering
torque at the excitation frequency detected by the steering torque sensor or a decibel
value obtained by the effective value of the steering torque being expressed as a
level.
[0013] According to the present invention configured as above, the steering torque sensor
can be used as the vibration detector without newly providing a vibration detector,
and the determination of an abnormal state of the driver can be confirmed early based
on a correlation between the time variation of the effective value of the steering
torque at the excitation frequency or the time variation of the decibel value obtained
by the effective value of the steering torque being expressed as a level and the time
variation of the steering angle.
[0014] In the present invention, a sensor that detects a state of the driver is preferably
further included. The controller preferably gives vibration at the excitation frequency
to the steering wheel by the vibration apparatus when it is estimated that the driver
is in an abnormal state based on a detection signal of the sensor. According to the
present invention configured as above, in a case where a possibility of the driver
being in an abnormal state is relatively high based on the detection signal of the
sensor, the determination of the abnormal state by giving vibration can be performed,
and it can be determined that the driver is in an abnormal state at high accuracy.
[0015] In the present invention, the vibration apparatus is preferably an electric motor
for an electric power steering apparatus for assisting a steering operation of the
steering wheel by the driver. According to the present invention configured as above,
the electric motor of the electric power steering apparatus can be used as the vibration
apparatus without newly providing a vibration apparatus.
[Advantageous Effect of Invention]
[0016] According to the driver state determination apparatus of the present invention, it
is possible to detect the decline of the physical function of the driver and confirm
the determination of an abnormal state early on in the stage that is sufficiently
before the driver becomes unable to drive.
[Brief Description of Drawings]
[0017]
FIG. 1 is an explanatory view of a vehicle on which a driver state determination apparatus
according to an embodiment of the present invention is mounted.
FIG. 2 is a block diagram of the driver state determination apparatus according to
the embodiment of the present invention.
FIG. 3 is a map for determining a driver state based on an average value and a standard
deviation of a steering torque level according to the embodiment of the present invention.
FIG. 4 is a flowchart of processing of determining an abnormal state according to
the embodiment of the present invention.
[Mode for Carrying Out the Invention]
[0018] A driver state determination apparatus according to an embodiment of the present
invention is described below with reference to the accompanying drawings. FIG. 1 is
an explanatory view of a vehicle on which the driver state determination apparatus
is mounted, and FIG. 2 is a block diagram of the driver state determination apparatus.
[0019] As illustrated in FIG. 1, a driver state determination apparatus 10 according to
the embodiment of the present invention is mounted on a vehicle 1 having a steering
apparatus 1a. The steering apparatus 1a includes a steering wheel 2, a steering shaft
3 fixedly joined thereto, and a joining mechanism (not shown) that joins the steering
shaft 3 and the steered wheel 4 to each other.
[0020] As illustrated in FIG. 2, the driver state determination apparatus 10 includes one
or a plurality of sensors 12 that detect the state of the driver, a vibration apparatus
14 that gives a predetermined vibration to the steering wheel 2, a vibration detector
16 that detects the vibration of the steering wheel 2 or the steering shaft 3, a controller
18, and a vehicle driving control apparatus 20.
[0021] The sensors 12 are sensors that detect the state of the driver. The state of the
driver includes a physical state of the driver and a vehicle operation state by the
driver. The sensors 12 that detect the physical state are an in-vehicle camera that
images the driver, a heart rate sensor, an electrocardiogram sensor, and a grip force
sensor of the steering wheel 2, for example. The sensors 12 that detect the vehicle
operation state are an out-vehicle camera that images the outside of the vehicle,
a vehicle speed sensor, an acceleration speed sensor, a yaw rate sensor, a steering
angle sensor, a steering torque sensor, an accelerator opening sensor, a brake pressure
sensor, a GPS sensor, an ADAS sensor, and the like.
[0022] For example, the controller 18 can detect the gaze direction and the posture (the
position of the upper body or the head) of the driver, the opening degree of the eyelids
of the driver, the grip force of the driver on the steering wheel 2, and the like
with use of an imaging signal (image data) of the driver imaged by the in-vehicle
camera and estimate that the driver is in an abnormal state based on detection results
as above. For example, it can be estimated that the driver is in an abnormal state
when the stability of the gaze direction is equal to or less than a predetermined
value, when the stability of the posture is equal to or less than a predetermined
value, when the eyelids are closed for a predetermined amount of time or more, or
when the grip force on the steering wheel 2 is less than a predetermined value. For
example, the controller 18 can estimate that the driver is in an abnormal state based
on a steering angle signal detected by the steering angle sensor, an image signal
imaged by the out-vehicle camera, and the like. For example, it can be estimated that
the driver is in an abnormal state when the stability of the position of the vehicle
1 from a centerline on a traveling road, the stability of the steering angle, and
the like are equal to or less than a predetermined value.
[0023] The vibration apparatus 14 includes an electric motor capable of outputting a reciprocating
rotation and is attached to the steering shaft 3. The vibration apparatus 14 is configured
to move the steering shaft 3 in a reciprocatively rotating manner in the circumferential
direction at a predetermined frequency and a small angle when the vibration apparatus
14 receives a control signal. As a result, vibration at a predetermined frequency
is given to the steering wheel 2 via the steering shaft 3. The vibration detector
16 is attached to the steering shaft 3 and detects the vibration state of the steering
wheel 2 via the steering shaft 3.
[0024] The vehicle 1 includes an electric power steering apparatus. The electric power steering
apparatus includes an electric motor joined to the steering shaft 3 in order to give
a steering assist torque, a steering torque sensor joined to the steering shaft 3
in order to detect a steering torque applied to the steering wheel 2, and the like.
In this embodiment, out of components of the electric power steering apparatus, the
electric motor configures the vibration apparatus 14, and the steering torque sensor
configures the vibration detector 16.
[0025] Therefore, the electric motor operates so as to give an assist torque to the steering
shaft 3 as the electric power steering apparatus. The electric motor operates so as
to vibrate the steering shaft 3 and the steering wheel 2 by reciprocating the steering
shaft 3 in the circumferential direction at a small angle as the vibration apparatus
14.
[0026] The steering torque sensor operates so as to detect the steering torque applied to
the steering shaft 3 via the steering wheel 2 as the electric power steering apparatus
and the vibration detector 16. The steering torque sensor detects the vibration of
the steering wheel 2 by detecting the fluctuation of the steering torque in accordance
with the torsion of the steering shaft 3 in the circumferential direction. The controller
18 calculates the strength of the vibration of the steering wheel 2 at a predetermined
frequency based on time variation of the steering torque detected by the vibration
detector 16 (steering torque sensor).
[0027] The controller 18 is a computer device including a processor 18a serving as a CPU,
a memory 18b (a RAM, a ROM, or the like) that stores therein various programs and
databases, an input and output apparatus for electric signals, and the like. The controller
18 controls the sensors 12, the vibration apparatus 14, the vibration detector 16,
and the vehicle driving control apparatus 20. The controller 18 is configured to transmit
a control signal to the vehicle driving control apparatus 20 and stop the vehicle
1 at a safe place by autonomous driving when the controller 18 determines that the
driver is in an abnormal state with use of the sensors 12, the vibration apparatus
14, and the vibration detector 16. The vehicle driving control apparatus 20 is a steering
control apparatus, an engine control apparatus, a driving electric motor control apparatus,
a brake control apparatus, or the like.
[0028] The controller 18 receives a detection signal from the various sensors 12 and estimates
whether the physical function of the driver had declined (whether the driver is in
an abnormal state) based on the detection signal. When it is estimated that the driver
is in an abnormal state, the controller 18 outputs an operation signal to the vibration
apparatus 14 for a predetermined period of time (for example, one second) and receives
a detection signal from the vibration detector 16. The controller 18 determines whether
the driver is in an abnormal state (confirms that the driver is in an abnormal state)
based on the detection signal. When it is determined that the driver is in an abnormal
state, the controller 18 stops the vehicle 1 by autonomous driving by the vehicle
driving control apparatus 20.
[0029] Next, processing of determining an abnormal state by the driver state determination
apparatus 10 of this embodiment is described with reference to FIG. 3. FIG. 3 is a
map for determining a driver state based on an average value and a standard deviation
of a steering torque level. The horizontal axis indicates the average value of the
steering torque level, and the vertical axis indicates the standard deviation of the
steering torque level.
[0030] The vibration apparatus 14 gives a vibration at a predetermined frequency (for example,
an excitation frequency f0=20 Hz) to the steering wheel 2 for a predetermined period
of time. The vibration detector 16 outputs at least a detection signal detected in
the predetermined period of time (for example, one second) to the controller 18. The
controller 18 performs filter processing of the detection signal that is a time-series
signal received from the vibration detector 16 with use of Fourier transform and the
like and acquires a time-series signal of the steering torque at the excitation frequency
f0. A decibel value (steering torque level [dB]) obtained by an effective value of
the steering torque being expressed as a level is calculated from the acquired time-series
signal of the steering torque at the excitation frequency f0 as a value indicating
the strength of the vibration of the steering wheel 2 at the excitation frequency
f0.
[0031] It has hitherto been known that an abnormality occurs in muscle tension and coordinated
movement when disease (for example, disease of the basal ganglia) related to physical
movement occurs. It is also known that viscoelasticity of the muscle changes in accordance
with how force is applied to the muscle. Thus, the inventors of the present invention
have set up a hypothesis as follows. A difference in movement and tension of each
muscle for holding the steering wheel occurs between a driver in a normal state and
a driver in an abnormal state whose physical function has declined. As a result, a
difference occurs in the viscoelasticity of the muscle. Therefore, a difference occurs
in response characteristics of the muscle when vibration is input to the muscle of
the driver via the steering wheel. As a result of conduction of research by the inventors
of the present invention based on this hypothesis, it has been experimentally found
that a variation (for example, a standard deviation) and a magnitude (for example,
an average value) of the strength (for example, the steering torque level) of the
detected vibration at the excitation frequency change in accordance with whether there
is disease when vibration is given to the steering wheel.
[0032] A map shown in FIG. 3 expresses a region in which the driver is in a normal state
and a region in which the driver is in an abnormal state where an average value A
[dB] of the steering torque level at the excitation frequency is the horizontal axis
and a standard deviation SD [dB] of the steering torque level is the vertical axis
when vibration is given to the steering wheel based on the research result of the
inventors of the present invention. As illustrated in FIG. 3 here, when the driver
is in a normal state, the average value A of the steering torque level at the excitation
frequency is less than a first threshold value Th1 and the standard deviation SD of
the steering torque level is less than a second threshold value Th2. Meanwhile, when
the driver is in an abnormal state, the average value A of the steering torque level
at the excitation frequency is equal to or more than the first threshold value Th1
and/or the standard deviation SD of the steering torque level is equal to or more
than the second threshold value Th2.
[0033] Here, the first threshold value Th1 is an average value of the steering torque level
at the excitation frequency when vibration is given to the steering wheel that is
not gripped by the driver. In other words, the average value of the steering torque
level for a case where there are no influences due to the response characteristics
of the muscle of the driver can be set as a reference. When the average value A of
the steering torque level is smaller than the reference, it can be determined that
there is no tension in the muscle of the driver and the vibration is able to be absorbed,
in other words, the driver is in a normal state. When the average value A of the steering
torque level is equal to or more than the reference, it can be determined that there
is tension in the muscle of the driver and the vibration is being reflected, in other
words, the driver is in an abnormal state.
[0034] The second threshold value Th2 is a value that is about 20% of the first threshold
value Th1. In other words, about 20% of the average value of the steering torque level
for a case where there are no influences due to the response characteristics of the
muscle of the driver can be set as a reference. When the standard deviation SD of
the steering torque level is smaller than the reference, it can be determined that
there are no abnormal movements in the muscle of the driver and a dispersion is suppressed,
in other words, the driver is in a normal state. When the standard deviation SD of
the steering torque level is equal to or more than the reference, it can be determined
that there is an abnormal movement in the muscle of the driver and a dispersion is
occurring, in other words, the driver is in an abnormal state.
[0035] The first threshold value Th1 and the second threshold value Th2 can be experimentally
acquired. The driver state determination apparatus of this embodiment can determine
whether the driver is in an abnormal state by giving vibration to the steering wheel
2 and analyzing a reaction thereof with use of the response characteristics of the
muscle as those shown in FIG. 3.
[0036] Next, the flow of the processing of determining an abnormal state by the driver state
determination apparatus 10 of this embodiment is described with reference to FIG.
6. FIG. 6 is a flowchart of the processing of determining an abnormal state.
[0037] The abnormal state determination processing in FIG. 6 is started when a power source
of the vehicle 1 is turned ON and is repeatedly executed by the controller 18. When
the abnormal state determination processing is started, first, the controller 18 acquires
a detection signal from the sensor 12 (Step S11) and estimates whether the driver
is in a normal state or an abnormal state based on the detection signal (Step S12).
The abnormal state determination processing is ended when it is estimated that the
driver is not in an abnormal state (in other words, in a normal state) (S12: No) as
a result thereof.
[0038] Meanwhile, when it is estimated that the driver is in an abnormal state (Step S12:
Yes), the controller 18 outputs a control signal and vibrates the steering wheel 2
at a predetermined excitation frequency f0 for a predetermined period of time (for
example, one second) by the vibration apparatus 14 (Step S13). When vibration is given
to the steering wheel by the vibration apparatus 14, the controller 18 acquires the
steering torque from the vibration detector 16 (steering torque sensor) (Step S14)
.
[0039] When a predetermined period of time elapses (Step S15: Yes), the controller 18 performs
filter processing of the time-series signal of the steering torque acquired from the
vibration detector 16 and acquires a time-series signal of the steering torque at
the excitation frequency f0. A steering torque level obtained by an effective value
of the steering torque at the excitation frequency f0 being expressed as a level is
calculated from the acquired time-series signal of the steering torque at the excitation
frequency f0. Then, the average value A and the standard deviation SD of the steering
torque level at the excitation frequency f0 while vibration is being given is calculated
(Step S16).
[0040] When the calculated average value A of the steering torque level at the excitation
frequency f0 is less than the first threshold value Th1 and the standard deviation
SD of the steering torque level at the excitation frequency f0 is less than the second
threshold value Th2 (Step S17: No), the controller 18 determines that the driver is
not in an abnormal state and ends the abnormal state determination processing.
[0041] Meanwhile, when the average value A of the steering torque level at the excitation
frequency f0 calculated in Step S16 is equal to or more than the first threshold value
Th1 and/or the standard deviation SD of the steering torque level at the excitation
frequency f0 calculated in Step S16 is equal to or more than the second threshold
value Th2 (Step S17: Yes), the controller 18 determines that the driver is in an abnormal
state (Step S18) and executes autonomous driving intervention processing (Step S19).
In the autonomous driving intervention processing, the controller 18 sends out a control
signal to the vehicle driving control apparatus 20 and stops the vehicle 1 at a safe
place by autonomous driving, for example. After Step S19, the controller 18 ends the
abnormal state determination processing.
[0042] In this embodiment, when an abnormal state of the driver is estimated in the processing
in Step S12 (Step S12: Yes), vibration is given to the steering wheel 2 (Step S13).
However, the determination of the abnormal state (Steps S16, S17) may be performed
by regularly giving vibration to the steering wheel 2 besides the processing in Step
S12.
[0043] In this embodiment, a decibel value (steering torque level) obtained by an effective
value of the steering torque being expressed as a level is used as the value indicating
the strength of the vibration of the steering wheel 2 at the excitation frequency
f0. However, an effective value of the steering torque may be used, and an abnormal
state of the driver may be determined based on the average value and the standard
deviation of the effective value of the steering torque at the excitation frequency
f0.
[0044] Next, working effects of the driver state determination apparatus 10 of this embodiment
described above are described.
[0045] The controller 18 gives vibration at the predetermined excitation frequency f0 to
the steering wheel 2 by the vibration apparatus 14, calculates a value indicating
the steering torque level at the predetermined excitation frequency f0 based on the
vibration detected by the vibration detector 16, and determines that the driver is
in an abnormal state when the average value A of the steering torque level while the
vibration is being given is equal to or more than the first threshold value Th1 and/or
the standard deviation SD of the steering torque level while the vibration is being
given is equal to or more than the second threshold value Th2. As a result, an abnormal
state of the driver can be determined with use of a difference in the responsiveness
of the muscle in accordance with whether there is disease when vibration is given
to the steering wheel 2, specifically, with use of the fact that the magnitude and
the dispersion of the strength of the detected vibration at the excitation frequency
change in accordance with whether there is disease. Therefore, the decline of the
physical function of the driver can be detected and the determination of an abnormal
state can be confirmed early on in a stage in which the function of voluntary movement
declines before the driver becomes unable to drive.
[0046] The first threshold value Th1 is the average value of the steering torque level at
the excitation frequency f0 when vibration is given to the steering wheel 2 that is
not gripped by the driver. As a result, the average value of the steering torque level
for a case where there are no influences due to the response characteristics of the
muscle of the driver can be set as a reference. When the average value A of the steering
torque level is smaller than the reference, it can be determined that there is no
tension in the muscle of the driver and the vibration is able to be absorbed, the
driver is in a normal state. When the average value A of the steering torque level
is equal to or more than the reference, it can be determined that there is tension
in the muscle of the driver and the vibration is being reflected, in other words,
the driver is in an abnormal state.
[0047] The second threshold value Th2 is a value that is 20% of the first threshold value
Th1. As a result, about 20% of the average value of the steering torque level for
a case where there are no influences due to the response characteristics of the muscle
of the driver can be set as a reference. When the standard deviation SD of the steering
torque level is smaller than the reference, it can be determined that there are no
abnormal movements in the muscle of the driver and a dispersion is suppressed, in
other words, the driver is in a normal state. When the standard deviation SD of the
steering torque level is equal to or more than the reference, it can be determined
that there is an abnormal movement in the muscle of the driver and a dispersion is
occurring, in other words, the driver is in an abnormal state.
[0048] The vibration detector 16 is a steering torque sensor that detects the steering torque
applied to the steering wheel 2, and the value indicating the strength of the vibration
is an effective value of the steering torque at the excitation frequency f0 detected
by the steering torque sensor or a decibel value obtained by the effective value of
the steering torque being expressed as a level. As a result, the steering torque sensor
can be used as the vibration detector 16 without newly providing the vibration detector
16, and the determination of an abnormal state of the driver can be confirmed early
based on the average value and the standard deviation of the effective value of the
steering torque at the excitation frequency f0 or the decibel value obtained by the
effective value of the steering torque being expressed as a level.
[0049] The controller 18 gives vibration at the predetermined excitation frequency f0 to
the steering wheel 2 by the vibration apparatus 14 when it is estimated that the driver
is in an abnormal state based on a detection signal of the sensor 12. As a result,
in a case where a possibility of the driver being in an abnormal state is relatively
high based on the detection signal of the sensor 12, the determination of an abnormal
state by giving vibration can be performed, and it can be determined that the driver
is in an abnormal state at high accuracy.
[0050] The vibration apparatus 14 is an electric motor for an electric power steering apparatus
for assisting the steering operation of the steering wheel 2 by the driver. As a result,
the electric motor of the electric power steering apparatus can be used as the vibration
apparatus 14 without newly providing the vibration apparatus 14.
[Reference Signs List]
[0051]
- 1
- Vehicle
- 1a
- Steering apparatus
- 2
- Steering wheel
- 3
- Steering shaft
- 10
- Driver state determination apparatus
- 12
- Sensor
- 14
- Vibration apparatus (electric motor)
- 16
- Vibration detector (steering torque sensor)
- 18
- Controller
- 20
- Vehicle driving control apparatus
1. A driver state determination apparatus that determines an abnormal state of a driver
that drives a vehicle (1), the driver state determination apparatus comprising:
a vibration apparatus (14) that gives vibration to a steering wheel (2) of a steering
apparatus of the vehicle (1) ;
a vibration detector (16) that detects the vibration of the steering wheel (2); and
a controller (18) that controls the vibration apparatus (14), wherein the controller
(18) is configured to
give vibration at a predetermined excitation frequency (f0) to the steering wheel
(2) by the vibration apparatus (14),
calculate, based on the vibration detected by the vibration detector (16), a value
indicating a strength of the detected vibration at the excitation frequency, and
determine that the driver is in an abnormal state when an average value (A) of the
value indicating the strength of the vibration while the vibration is being given
is equal to or more than a first threshold value (Th1) and/or a standard deviation
(SD) of the value indicating the strength of the vibration while the vibration is
being given is equal to or more than a second threshold value (Th2).
2. The driver state determination apparatus according to claim 1, wherein the first threshold
value (Th1) is an average value (A) of the value indicating the strength of the detected
vibration at the excitation frequency when the vibration is given to the steering
wheel (2) that is not gripped by the driver.
3. The driver state determination apparatus according to claim 1 or 2, wherein the second
threshold value (Th2) is a value that is 20% of the first threshold value (Th1) .
4. The driver state determination apparatus according to any one of claims 1 to 3, wherein:
the vibration detector (16) is a steering torque sensor that detects a steering torque
applied to the steering wheel (2); and
the value indicating the strength of the vibration is an effective value of the steering
torque at the excitation frequency detected by the steering torque sensor or a decibel
value obtained by the effective value of the steering torque being expressed as a
level.
5. The driver state determination apparatus according to any one of claims 1 to 4, further
comprising at least one sensor that detects a state of the driver, wherein
the controller (18) gives vibration at the excitation frequency to the steering wheel
(2) by the vibration apparatus (14) when it is estimated that the driver is in an
abnormal state based on a detection signal of the sensor.
6. The driver state determination apparatus according to the preceding claim, wherein
said at least one sensor (12) for detecting a state of the driver includes at least
one of the following: An in-vehicle camera for imaging the driver, a heart rate sensor,
an electro cardiogram sensor and a grip force sensor for detecting a grip force on
the steering wheel (2), wherein
the controller (18) is configured to give vibration at the excitation frequency to
the steering wheel (2) by the vibration apparatus (14) when at least one of the following
is detected by said at least one sensor (12): the stability of the gaze direction
detected by the in-vehicle camera is equal to or less than a predetermined value,
the stability of the posture of the driver in terms of the position of the upper body
or head of the driver as detected by the in-vehicle camera is equal to or less than
a predetermined value, the eye lids as detected by the in-vehicle camera are closed
for a predetermined amount of time or more, the heart rate as detected by the heart
rate sensor is outside a predetermined heart rate window, the electro cardiogram as
detected by the electro cardiogram sensor shows predetermined abnormalities, and the
grip force on the steering wheel (2) as detected by the grip force sensor is less
than a predetermined value.
7. The driver state determination apparatus according to claim 5 or 6, further comprising
at least one sensor (12) for detecting a vehicle operation state, wherein the controller
(18) gives vibration at the excitation frequency to the steering wheel (2) by the
vibration apparatus (14) when it is estimated that the vehicle operation state is
in an abnormal state based on a detection signal of the aforementioned sensor for
detecting the vehicle operation state.
8. The driver state determination apparatus according to the preceding claim, wherein
said at least one sensor (12) for detecting the vehicle operation state includes at
least one of the following: an out-vehicle camera for imaging the outside of the vehicle
(1), a vehicle speed sensor, an acceleration speed sensor, a yaw rate sensor, a steering
angle sensor, a steering torque sensor an accelerator opening sensor, a brake pressure
sensor, a GPS sensor, an ADAS sensor, wherein
the controller (18) is configured to give vibration at the excitation frequency to
the steering wheel (2) by the vibration apparatus (14) when at least one of the following:
the stability of the position of the vehicle (1) from a centerline on a travelling
road as detected by the out-vehicle camera is equal to or less than a predetermined
value, the stability of the steering angle as detected by the steering angle sensor
is equal to or less than a predetermined value, the stability of the accelerator opening
as detected by the accelerator opening sensor is equal to or less than a predetermined
value, and the stability of the brake pressure as detected by the brake pressure sensor
is equal to or less than a predetermined value.
9. The driver state determination apparatus according to any one of the preceding claims,
wherein the vibration apparatus (14) is an electric motor for an electric power steering
apparatus for assisting a steering operation of the steering wheel (2) by the driver.
10. The driver state determination apparatus according to any one of the preceding claims,
wherein the controller (18) is configured to give the vibration at the predetermined
excitation frequency (f0) to the steering wheel (2) for a predetermined period of
time and to acquire the vibration signal of the vibration detector (16) over said
predetermined period of time, and, after said predetermined period of time, to perform
filter processing of the time series signal of the vibration detector (16) and to
calculate a level from the acquired time series signal of the vibration detector (16),
and furthermore to calculate the average value (A) and/or the standard deviation (SD).
11. A vehicle such as an automobile, comprising a steering wheel (2) and a driver state
determination apparatus as defined by any one of the preceding claims.